For the DrugBank, HMDB and NPC databases, InChI collisions are a good way to identify duplicities because the use of InChI identifiers is natural for these databases.
Removing obvious identifiers is not enough to prevent re-identification.
Accepting and rejecting suggested identifiers is fast by comparison.
An overview of the available identifiers is given in Table 1.
The effect of chemical structure standardization on reducing the ambiguity of non-systematic identifiers is limited.
This study's dataset containing patient clinical data without any unique identifiers is available upon request.
An example peer-tree built on 8 host identifiers is shown in Figure 1(b).
The full list of these identifiers is available on the IANA web page [10].
In contrast, we expect that the assumption that robots have identifiers is common in practice.
The relationship between the different identifiers is illustrated diagrammatically in Fig. 1.
It was a jarring reminder that a credit system reliant on historical statistical modeling, opaque algorithms and insecure identifiers is still far from perfect.
